I make an action editor animation using keyframes, I save and quit, then when I open it back up, my animations are gone
Any action that is not assigned to an object is automatically deleted by the garbage collector after a certain amount of time.
To prevent any of your unused actions from disappearing, use the Fake User feature (shield icon) to permanently keep the certain action in your blend-file's data memory.